DocumentCode
1771709
Title
Image based in situ sequencing for RNA analysis in tissue
Author
Pacureanu, Alexandra ; Rongqin Ke ; Mignardi, Marco ; Nilsson, Mats ; Wahlby, Carolina
Author_Institution
Centre for Image Anal., Uppsala Univ., Uppsala, Sweden
fYear
2014
fDate
April 29 2014-May 2 2014
Firstpage
286
Lastpage
289
Abstract
Profiling of gene expression is necessary to study the function of cells, organs and ultimately organisms, in health and disease. However, the currently available mRNA sequencing methods are limited to homogenized tissue samples. Therefore, the obtained information represents either the average expression profile of the full tissue sample or expression profiles from isolated single cells extracted from the tissue. We have developed an image-based approach for sequencing of mRNA fragments directly in fixed tissue. As opposed to current routine techniques, this allows gene expression profiling in relation to the preserved morphological and spatial information of cells and tissue. We present here the details of the image analysis and demonstrate its application to breast cancer tissue samples.
Keywords
RNA; biological organs; biological tissues; cancer; cellular biophysics; genetics; image registration; image segmentation; image sequences; medical image processing; molecular biophysics; average expression profile; breast cancer tissue samples; disease; gene expression; homogenized tissue samples; image analysis; image based in situ sequencing; mRNA fragments; mRNA sequencing methods; morphological information; organisms; organs; single cell extraction; spatial information; Fluorescence; Gene expression; Image analysis; Image segmentation; Probes; RNA; Sequential analysis; cancer; gene expression mapping; gene sequencing; histopathology; tissue;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging (ISBI), 2014 IEEE 11th International Symposium on
Conference_Location
Beijing
Type
conf
DOI
10.1109/ISBI.2014.6867865
Filename
6867865
Link To Document